Choosing an AI consultant, and when a boutique practice is the better fit

If you have decided to look for help with AI, you will quickly meet two kinds of offer. One comes from a large firm with many names and a promise that they can cover everything. The other comes from a smaller practice, often led by the person you will actually talk to. Both can be responsible choices. The work is to tell which one fits the organization you have, not the one you are trying to resemble.

This is especially true for small businesses and nonprofits. You need clear advice, a plan you can follow, and someone who will still be in the conversation after the first meeting.

Start with the work, not the vendor

Before you compare firms, write down what you want help with. Are you trying to decide whether AI belongs in the work at all? Do you need a policy, a first experiment, training for the staff, or help building something into a website or an application? A consultant who is eager to begin before understanding that distinction may be selling a product rather than solving a problem.

Be wary, too, of anyone who treats AI as the answer to every question. A good consultant should be willing to say that a clearer process, a better website, or a simpler tool you already own would help more than a new model.

Questions that reveal how the work will actually go

You can learn a great deal in one conversation if you ask a few plain questions:

• Who will do the work day to day, and will you be able to reach that person?
• Do they start by learning how your team already works, or by installing a preferred platform?
• How do they handle private or sensitive information?
• Will they help your people learn the new way of working, or will the knowledge leave when they do?
• Can they describe, without jargon, a time they advised a client not to use AI for a particular task?

You do not need a long request-for-proposal to ask these things. Listen for specific answers. If the reply is mostly atmosphere — "innovation," "transformation," "next generation" — keep looking.

When a larger firm may be a fit

A large firm can make sense when the project is genuinely large: many departments, heavy compliance requirements, or a need for specialist roles you cannot find in one place. If you already have an internal team that knows how to manage a vendor, and you need breadth more than a close working relationship, that structure may serve you well.

Even then, ask who will be in the room after the first presentation. A senior person who sells the work and a rotating junior team who deliver it is a common pattern. It is not automatically a bad one, but you should go in with your eyes open.

When a boutique practice may be a better fit

A smaller practice is often a better match when you want a named person, a shorter line between advice and implementation, and a pace that suits a small staff. You are more likely to get a plan that fits the team you actually have. You are also more likely to hear a direct "not yet" if the organization is not ready.

For many small businesses and nonprofits, that closeness is the point. The work is personal. The consultant should be able to hold both the technology and the human consequences of using it.

A simple way to decide

After a first conversation, you should be able to explain the proposed next step to a colleague who was not in the room. If you cannot, the plan is not clear enough. You should also feel that the consultant understands your constraints — time, budget in general terms, privacy, and the people you serve — without you having to repeat yourself.

There is no need to rush the choice. A short discovery conversation is usually enough to tell whether there is a fit. If you would like to have that kind of conversation with us, you are welcome to get in touch.